{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "ssms version 0.4.9 ['d:\\\\05code\\\\91github_osf\\\\hddm_sourcecode\\\\hddm0.9.8\\\\ssm-simulators_github\\\\notebooks\\\\..\\\\ssms']\n"
     ]
    }
   ],
   "source": [
    "import sys\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import ipywidgets\n",
    "sys.path.append('../')\n",
    "sys.path.append('../build/lib.win-amd64-cpython-311/')\n",
    "import ssms\n",
    "print(\"ssms version\", ssms.__version__, ssms.__path__)\n",
    "from ssms.basic_simulators.drift_functions import SSP_drift, DMC_drift, DSTP_drift"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## SSP"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "c62b3dfad3594c8aa8b3883523919add",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "interactive(children=(FloatSlider(value=0.375, description='p', max=0.55, min=0.2), FloatSlider(value=1.3, des…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def plot_ssp(p, sda, rd, congruency):\n",
    "    t = np.arange(0, 5, 0.01)\n",
    "    plt.plot(t,SSP_drift(t=t, p=p,sda=sda,rd=rd,congruency=congruency))\n",
    "\n",
    "ipywidgets.interact(plot_ssp, p=(0.2,0.55), sda=(0.2,2.6,0.1), rd =(0.2,2.6,0.1), congruency = (-1,1))\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x500 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "n_samples = 200\n",
    "figs, axes = plt.subplots(1, 2, figsize=(12, 5))\n",
    "congruency = [1,-1]\n",
    "\n",
    "rt = []\n",
    "acc = []\n",
    "for ic,cc in enumerate(congruency):\n",
    "    for i in range(n_samples):\n",
    "        aa = ssms.basic_simulators.simulator.simulator(\n",
    "            model = 'full_SSP', \n",
    "            theta = {\n",
    "                'a': 0.15,\n",
    "                't': 0.3,\n",
    "                'p': 0.38, \n",
    "                'sda': 1,\n",
    "                'rd': 1.5,\n",
    "                'z': 0.5,\n",
    "                'sv':0,\n",
    "                'st':0,\n",
    "                'sz':0\n",
    "            },\n",
    "            n_samples = 1,\n",
    "            random_state=i*(cc+100),\n",
    "            congruency = [cc]\n",
    "            )\n",
    "        rt.append(aa[\"rts\"][0][0])\n",
    "        acc.append(aa[\"choices\"][0][0])\n",
    "        \n",
    "        aa = aa[\"metadata\"][\"trajectory\"]\n",
    "        aa = aa[aa>-999]\n",
    "\n",
    "        axes[ic].plot(aa, label=f\"congruency={cc}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>rt</th>\n",
       "      <th>acc</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>congruency</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>-1</th>\n",
       "      <td>1.093557</td>\n",
       "      <td>0.99</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.685114</td>\n",
       "      <td>1.00</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                  rt   acc\n",
       "congruency                \n",
       "-1          1.093557  0.99\n",
       " 1          0.685114  1.00"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sim_df = pd.DataFrame({\"rt\":rt, \"acc\":acc, \"congruency\": [i for i in congruency for j in range(n_samples)]})\n",
    "sim_df[\"acc\"] = sim_df[\"acc\"]*0.5 + 0.5\n",
    "sim_df.groupby(\"congruency\").mean()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "congruency\n",
       "-1    Axes(0.125,0.11;0.775x0.77)\n",
       " 1    Axes(0.125,0.11;0.775x0.77)\n",
       "Name: rt, dtype: object"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sim_df.groupby(\"congruency\").rt.plot.density(alpha=0.5, legend=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>rt</th>\n",
       "      <th>response</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>congruency</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>-1</th>\n",
       "      <td>0.930882</td>\n",
       "      <td>0.997</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.641785</td>\n",
       "      <td>1.000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                  rt  response\n",
       "congruency                    \n",
       "-1          0.930882     0.997\n",
       " 1          0.641785     1.000"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# the parameters sets and simulated results are consist with (White et al., 2011)\n",
    "sim_out = ssms.basic_simulators.simulator.simulator(\n",
    "    model = 'full_SSP', \n",
    "    theta = {\n",
    "        'a': 0.13,\n",
    "        't': 0.3,\n",
    "        'p': 0.38, \n",
    "        'sda': 1.8,\n",
    "        'rd': 0.02,\n",
    "        'z': 0.5,\n",
    "        'sv':0,\n",
    "        'st':0,\n",
    "        'sz':0\n",
    "    },\n",
    "    n_samples = 1000\n",
    "    )\n",
    "sim_df = pd.DataFrame({\n",
    "  \"rt\": sim_out[\"rts\"].squeeze(),\n",
    "  \"response\": sim_out[\"choices\"].squeeze(),\n",
    "  \"congruency\": sim_out[\"congruency\"]\n",
    "})\n",
    "\n",
    "# convert response code (1,-1) to (1,0)\n",
    "sim_df[\"response\"] = sim_df[\"response\"]*0.5 + 0.5\n",
    "sim_df.groupby(\"congruency\").mean()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## DMC"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "2836ca35bf1448f3bd8ade7e743ecb79",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "interactive(children=(FloatSlider(value=1.0, description='peak', max=2.0, min=0.01, step=0.01), FloatSlider(va…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def plot_dmc(peak, shape, tau):\n",
    "    t = np.arange(0, 5, 0.1)\n",
    "    plt.plot(t, DMC_drift(t=t,vc=0.5, peak=peak, shape=shape, tau=tau, congruency=1))\n",
    "\n",
    "ipywidgets.interact(plot_dmc, peak=(0.01,2,0.01), shape=(1.5,5,0.001), tau =(0.05,2,0.1))\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>rt</th>\n",
       "      <th>response</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>congruency</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>-1</th>\n",
       "      <td>1.887023</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.329004</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                  rt  response\n",
       "congruency                    \n",
       "-1          1.887023       0.0\n",
       " 1          0.329004       1.0"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# the parameters sets and simulated results are consist with (White et al., 2011)\n",
    "# Note,White et al., (2011) use diff_sigma = 4, mat_t = 2000, delta_t = 1. Thus the parameters, peak is about 150, tau is about 80, a is about 150. But the output rt should be divided 1000. \n",
    "sim_out = ssms.basic_simulators.simulator.simulator(\n",
    "    model = 'full_DMC', \n",
    "    theta = {\n",
    "        'a': 0.5,\n",
    "        't': 0.2,\n",
    "        'vc': 0.3, \n",
    "        'peak': 0.5,\n",
    "        'shape': 2,\n",
    "        'tau': 0.2,\n",
    "        'z': 0.5,\n",
    "        'sv':0,\n",
    "        'st':0,\n",
    "        'sz':0,\n",
    "    },\n",
    "    no_noise=True,\n",
    "    n_samples = 500,\n",
    "    )\n",
    "\n",
    "sim_df = pd.DataFrame({\n",
    "  \"rt\": sim_out[\"rts\"].squeeze(),\n",
    "  \"response\": sim_out[\"choices\"].squeeze(),\n",
    "  \"congruency\": sim_out[\"congruency\"]\n",
    "})\n",
    "\n",
    "# convert response code (1,-1) to (1,0)\n",
    "sim_df[\"response\"] = sim_df[\"response\"]*0.5 + 0.5\n",
    "sim_df.groupby(\"congruency\").mean()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x500 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "n_samples = 200\n",
    "figs, axes = plt.subplots(1, 2, figsize=(12, 5))\n",
    "congruency = [1,-1]\n",
    "\n",
    "rt = []\n",
    "acc = []\n",
    "for ic,cc in enumerate(congruency):\n",
    "    for i in range(n_samples):\n",
    "        aa = ssms.basic_simulators.simulator.simulator(\n",
    "            model = 'full_SSP', \n",
    "            theta = {\n",
    "                'a': 0.15,\n",
    "                't': 0.3,\n",
    "                'p': 0.38, \n",
    "                'sda': 1,\n",
    "                'rd': 1.5,\n",
    "                'z': 0.5,\n",
    "                'sv':0,\n",
    "                'st':0,\n",
    "                'sz':0\n",
    "            },\n",
    "            n_samples = 1,\n",
    "            random_state=i*(cc+100),\n",
    "            congruency = [cc]\n",
    "            )\n",
    "        rt.append(aa[\"rts\"][0][0])\n",
    "        acc.append(aa[\"choices\"][0][0])\n",
    "        \n",
    "        aa = aa[\"metadata\"][\"trajectory\"]\n",
    "        aa = aa[aa>-999]\n",
    "\n",
    "        axes[ic].plot(aa, label=f\"congruency={cc}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>rt</th>\n",
       "      <th>acc</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>congruency</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>-1</th>\n",
       "      <td>1.093557</td>\n",
       "      <td>0.99</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.685114</td>\n",
       "      <td>1.00</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                  rt   acc\n",
       "congruency                \n",
       "-1          1.093557  0.99\n",
       " 1          0.685114  1.00"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sim_df = pd.DataFrame({\"rt\":rt, \"acc\":acc, \"congruency\": [i for i in congruency for j in range(n_samples)]})\n",
    "sim_df[\"acc\"] = sim_df[\"acc\"]*0.5 + 0.5\n",
    "sim_df.groupby(\"congruency\").mean()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "congruency\n",
       "-1    Axes(0.125,0.11;0.775x0.77)\n",
       " 1    Axes(0.125,0.11;0.775x0.77)\n",
       "Name: rt, dtype: object"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sim_df.groupby(\"congruency\").rt.plot.density(alpha=0.5, legend=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## DSTP"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "2f27a4675b534990ad83a958ebc5b402",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "interactive(children=(FloatSlider(value=1.0, description='vfl', max=1.0, step=0.01), FloatSlider(value=0.5, de…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def plot_DSTP(vfl=1, vss=0.5, vp2=2, ass=1.5):\n",
    "    t = np.arange(0, 2, 0.001)\n",
    "    plt.plot(t,DSTP_drift(t=t, vta=0.3, vfl=vfl, vss=vss, vp2=vp2, ass=ass, zss = 0.5,congruency=1))\n",
    "\n",
    "ipywidgets.interact(plot_DSTP, vfl=(0,1,0.01), vss=(0,1,0.01), vp2=(0,1,0.01), ass=(0.1,2,0.01))\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "c3bca3def095407e9dadc73ade4f4bfb",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "interactive(children=(FloatSlider(value=1.0, description='vfl', max=1.0, step=0.01), FloatSlider(value=0.5, de…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def plot_DSTP(vfl=1, vss=0.5, vp2=2, ass=1.5):\n",
    "    t = np.arange(0, 2, 0.001)\n",
    "    plt.plot(t,DSTP_drift(t=t, vta=0.3, vfl=vfl, vss=vss, vp2=vp2, ass=ass, zss = 0.5,congruency=-1))\n",
    "\n",
    "ipywidgets.interact(plot_DSTP, vfl=(0,1,0.01), vss=(0,1,0.01), vp2=(0,1,0.01), ass=(0.1,2,0.01))\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "ename": "NameError",
     "evalue": "name 'diff_sigma' is not defined",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mNameError\u001b[0m                                 Traceback (most recent call last)",
      "\u001b[1;32md:\\05code\\91github_osf\\hddm_sourcecode\\hddm0.9.8\\ssm-simulators_github\\notebooks\\DMC_simulator_test.ipynb Cell 14\u001b[0m line \u001b[0;36m2\n\u001b[0;32m      <a href='vscode-notebook-cell:/d%3A/05code/91github_osf/hddm_sourcecode/hddm0.9.8/ssm-simulators_github/notebooks/DMC_simulator_test.ipynb#X14sZmlsZQ%3D%3D?line=0'>1</a>\u001b[0m \u001b[39m# the parameters sets and simulated results are consist with (White et al., 2011)\u001b[39;00m\n\u001b[1;32m----> <a href='vscode-notebook-cell:/d%3A/05code/91github_osf/hddm_sourcecode/hddm0.9.8/ssm-simulators_github/notebooks/DMC_simulator_test.ipynb#X14sZmlsZQ%3D%3D?line=1'>2</a>\u001b[0m sim_out \u001b[39m=\u001b[39m ssms\u001b[39m.\u001b[39;49mbasic_simulators\u001b[39m.\u001b[39;49msimulator\u001b[39m.\u001b[39;49msimulator(\n\u001b[0;32m      <a href='vscode-notebook-cell:/d%3A/05code/91github_osf/hddm_sourcecode/hddm0.9.8/ssm-simulators_github/notebooks/DMC_simulator_test.ipynb#X14sZmlsZQ%3D%3D?line=2'>3</a>\u001b[0m     model \u001b[39m=\u001b[39;49m \u001b[39m'\u001b[39;49m\u001b[39mfull_DSTP\u001b[39;49m\u001b[39m'\u001b[39;49m, \n\u001b[0;32m      <a href='vscode-notebook-cell:/d%3A/05code/91github_osf/hddm_sourcecode/hddm0.9.8/ssm-simulators_github/notebooks/DMC_simulator_test.ipynb#X14sZmlsZQ%3D%3D?line=3'>4</a>\u001b[0m     theta \u001b[39m=\u001b[39;49m {\n\u001b[0;32m      <a href='vscode-notebook-cell:/d%3A/05code/91github_osf/hddm_sourcecode/hddm0.9.8/ssm-simulators_github/notebooks/DMC_simulator_test.ipynb#X14sZmlsZQ%3D%3D?line=4'>5</a>\u001b[0m         \u001b[39m'\u001b[39;49m\u001b[39ma\u001b[39;49m\u001b[39m'\u001b[39;49m: \u001b[39m0.2\u001b[39;49m,\n\u001b[0;32m      <a href='vscode-notebook-cell:/d%3A/05code/91github_osf/hddm_sourcecode/hddm0.9.8/ssm-simulators_github/notebooks/DMC_simulator_test.ipynb#X14sZmlsZQ%3D%3D?line=5'>6</a>\u001b[0m         \u001b[39m'\u001b[39;49m\u001b[39mt\u001b[39;49m\u001b[39m'\u001b[39;49m: \u001b[39m0.3\u001b[39;49m,\n\u001b[0;32m      <a href='vscode-notebook-cell:/d%3A/05code/91github_osf/hddm_sourcecode/hddm0.9.8/ssm-simulators_github/notebooks/DMC_simulator_test.ipynb#X14sZmlsZQ%3D%3D?line=6'>7</a>\u001b[0m         \u001b[39m'\u001b[39;49m\u001b[39mass\u001b[39;49m\u001b[39m'\u001b[39;49m: \u001b[39m0.3\u001b[39;49m, \n\u001b[0;32m      <a href='vscode-notebook-cell:/d%3A/05code/91github_osf/hddm_sourcecode/hddm0.9.8/ssm-simulators_github/notebooks/DMC_simulator_test.ipynb#X14sZmlsZQ%3D%3D?line=7'>8</a>\u001b[0m         \u001b[39m'\u001b[39;49m\u001b[39mvta\u001b[39;49m\u001b[39m'\u001b[39;49m: \u001b[39m0.1\u001b[39;49m, \n\u001b[0;32m      <a href='vscode-notebook-cell:/d%3A/05code/91github_osf/hddm_sourcecode/hddm0.9.8/ssm-simulators_github/notebooks/DMC_simulator_test.ipynb#X14sZmlsZQ%3D%3D?line=8'>9</a>\u001b[0m         \u001b[39m'\u001b[39;49m\u001b[39mvfl\u001b[39;49m\u001b[39m'\u001b[39;49m: \u001b[39m0.5\u001b[39;49m, \n\u001b[0;32m     <a href='vscode-notebook-cell:/d%3A/05code/91github_osf/hddm_sourcecode/hddm0.9.8/ssm-simulators_github/notebooks/DMC_simulator_test.ipynb#X14sZmlsZQ%3D%3D?line=9'>10</a>\u001b[0m         \u001b[39m'\u001b[39;49m\u001b[39mvss\u001b[39;49m\u001b[39m'\u001b[39;49m: \u001b[39m0.2\u001b[39;49m, \n\u001b[0;32m     <a href='vscode-notebook-cell:/d%3A/05code/91github_osf/hddm_sourcecode/hddm0.9.8/ssm-simulators_github/notebooks/DMC_simulator_test.ipynb#X14sZmlsZQ%3D%3D?line=10'>11</a>\u001b[0m         \u001b[39m'\u001b[39;49m\u001b[39mvp2\u001b[39;49m\u001b[39m'\u001b[39;49m: \u001b[39m0.5\u001b[39;49m, \n\u001b[0;32m     <a href='vscode-notebook-cell:/d%3A/05code/91github_osf/hddm_sourcecode/hddm0.9.8/ssm-simulators_github/notebooks/DMC_simulator_test.ipynb#X14sZmlsZQ%3D%3D?line=11'>12</a>\u001b[0m         \u001b[39m'\u001b[39;49m\u001b[39mzss\u001b[39;49m\u001b[39m'\u001b[39;49m: \u001b[39m0.5\u001b[39;49m, \n\u001b[0;32m     <a href='vscode-notebook-cell:/d%3A/05code/91github_osf/hddm_sourcecode/hddm0.9.8/ssm-simulators_github/notebooks/DMC_simulator_test.ipynb#X14sZmlsZQ%3D%3D?line=12'>13</a>\u001b[0m         \u001b[39m'\u001b[39;49m\u001b[39mz\u001b[39;49m\u001b[39m'\u001b[39;49m: \u001b[39m0.5\u001b[39;49m,\n\u001b[0;32m     <a href='vscode-notebook-cell:/d%3A/05code/91github_osf/hddm_sourcecode/hddm0.9.8/ssm-simulators_github/notebooks/DMC_simulator_test.ipynb#X14sZmlsZQ%3D%3D?line=13'>14</a>\u001b[0m         \u001b[39m'\u001b[39;49m\u001b[39msv\u001b[39;49m\u001b[39m'\u001b[39;49m:\u001b[39m0\u001b[39;49m,\n\u001b[0;32m     <a href='vscode-notebook-cell:/d%3A/05code/91github_osf/hddm_sourcecode/hddm0.9.8/ssm-simulators_github/notebooks/DMC_simulator_test.ipynb#X14sZmlsZQ%3D%3D?line=14'>15</a>\u001b[0m         \u001b[39m'\u001b[39;49m\u001b[39mst\u001b[39;49m\u001b[39m'\u001b[39;49m:\u001b[39m0\u001b[39;49m,\n\u001b[0;32m     <a href='vscode-notebook-cell:/d%3A/05code/91github_osf/hddm_sourcecode/hddm0.9.8/ssm-simulators_github/notebooks/DMC_simulator_test.ipynb#X14sZmlsZQ%3D%3D?line=15'>16</a>\u001b[0m         \u001b[39m'\u001b[39;49m\u001b[39msz\u001b[39;49m\u001b[39m'\u001b[39;49m:\u001b[39m0\u001b[39;49m\n\u001b[0;32m     <a href='vscode-notebook-cell:/d%3A/05code/91github_osf/hddm_sourcecode/hddm0.9.8/ssm-simulators_github/notebooks/DMC_simulator_test.ipynb#X14sZmlsZQ%3D%3D?line=16'>17</a>\u001b[0m     },\n\u001b[0;32m     <a href='vscode-notebook-cell:/d%3A/05code/91github_osf/hddm_sourcecode/hddm0.9.8/ssm-simulators_github/notebooks/DMC_simulator_test.ipynb#X14sZmlsZQ%3D%3D?line=17'>18</a>\u001b[0m     n_samples \u001b[39m=\u001b[39;49m \u001b[39m500\u001b[39;49m,\n\u001b[0;32m     <a href='vscode-notebook-cell:/d%3A/05code/91github_osf/hddm_sourcecode/hddm0.9.8/ssm-simulators_github/notebooks/DMC_simulator_test.ipynb#X14sZmlsZQ%3D%3D?line=18'>19</a>\u001b[0m     diff_sigma \u001b[39m=\u001b[39;49m \u001b[39m0.1\u001b[39;49m               \u001b[39m# see (White et al., 2011)\u001b[39;49;00m\n\u001b[0;32m     <a href='vscode-notebook-cell:/d%3A/05code/91github_osf/hddm_sourcecode/hddm0.9.8/ssm-simulators_github/notebooks/DMC_simulator_test.ipynb#X14sZmlsZQ%3D%3D?line=19'>20</a>\u001b[0m     )\n\u001b[0;32m     <a href='vscode-notebook-cell:/d%3A/05code/91github_osf/hddm_sourcecode/hddm0.9.8/ssm-simulators_github/notebooks/DMC_simulator_test.ipynb#X14sZmlsZQ%3D%3D?line=21'>22</a>\u001b[0m sim_df \u001b[39m=\u001b[39m pd\u001b[39m.\u001b[39mDataFrame({\n\u001b[0;32m     <a href='vscode-notebook-cell:/d%3A/05code/91github_osf/hddm_sourcecode/hddm0.9.8/ssm-simulators_github/notebooks/DMC_simulator_test.ipynb#X14sZmlsZQ%3D%3D?line=22'>23</a>\u001b[0m   \u001b[39m\"\u001b[39m\u001b[39mrt\u001b[39m\u001b[39m\"\u001b[39m: sim_out[\u001b[39m\"\u001b[39m\u001b[39mrts\u001b[39m\u001b[39m\"\u001b[39m]\u001b[39m.\u001b[39msqueeze(),\n\u001b[0;32m     <a href='vscode-notebook-cell:/d%3A/05code/91github_osf/hddm_sourcecode/hddm0.9.8/ssm-simulators_github/notebooks/DMC_simulator_test.ipynb#X14sZmlsZQ%3D%3D?line=23'>24</a>\u001b[0m   \u001b[39m\"\u001b[39m\u001b[39mresponse\u001b[39m\u001b[39m\"\u001b[39m: sim_out[\u001b[39m\"\u001b[39m\u001b[39mchoices\u001b[39m\u001b[39m\"\u001b[39m]\u001b[39m.\u001b[39msqueeze(),\n\u001b[0;32m     <a href='vscode-notebook-cell:/d%3A/05code/91github_osf/hddm_sourcecode/hddm0.9.8/ssm-simulators_github/notebooks/DMC_simulator_test.ipynb#X14sZmlsZQ%3D%3D?line=24'>25</a>\u001b[0m   \u001b[39m\"\u001b[39m\u001b[39mcongruency\u001b[39m\u001b[39m\"\u001b[39m: sim_out[\u001b[39m\"\u001b[39m\u001b[39mcongruency\u001b[39m\u001b[39m\"\u001b[39m]\n\u001b[0;32m     <a href='vscode-notebook-cell:/d%3A/05code/91github_osf/hddm_sourcecode/hddm0.9.8/ssm-simulators_github/notebooks/DMC_simulator_test.ipynb#X14sZmlsZQ%3D%3D?line=25'>26</a>\u001b[0m })\n\u001b[0;32m     <a href='vscode-notebook-cell:/d%3A/05code/91github_osf/hddm_sourcecode/hddm0.9.8/ssm-simulators_github/notebooks/DMC_simulator_test.ipynb#X14sZmlsZQ%3D%3D?line=27'>28</a>\u001b[0m \u001b[39m# convert response code (1,-1) to (1,0)\u001b[39;00m\n",
      "File \u001b[1;32md:\\05code\\91github_osf\\hddm_sourcecode\\hddm0.9.8\\ssm-simulators_github\\notebooks\\../build/lib.win-amd64-cpython-311\\ssms\\basic_simulators\\simulator.py:797\u001b[0m, in \u001b[0;36msimulator\u001b[1;34m(theta, model, n_samples, delta_t, max_t, no_noise, bin_dim, bin_pointwise, smooth_unif, random_state, **kwargs)\u001b[0m\n\u001b[0;32m    782\u001b[0m x \u001b[39m=\u001b[39m []\n\u001b[0;32m    783\u001b[0m \u001b[39mfor\u001b[39;00m congruency \u001b[39min\u001b[39;00m con_congruency:\n\u001b[0;32m    784\u001b[0m     x_tmp \u001b[39m=\u001b[39m cssm\u001b[39m.\u001b[39mfull_ddm_flex(\n\u001b[0;32m    785\u001b[0m         v\u001b[39m=\u001b[39mtheta[:, \u001b[39m0\u001b[39m],\n\u001b[0;32m    786\u001b[0m         a\u001b[39m=\u001b[39mtheta[:, \u001b[39m1\u001b[39m],\n\u001b[0;32m    787\u001b[0m         z\u001b[39m=\u001b[39mtheta[:, \u001b[39m2\u001b[39m],\n\u001b[0;32m    788\u001b[0m         t\u001b[39m=\u001b[39mtheta[:, \u001b[39m3\u001b[39m],\n\u001b[0;32m    789\u001b[0m         sz\u001b[39m=\u001b[39mtheta[:, \u001b[39m9\u001b[39m],\n\u001b[0;32m    790\u001b[0m         sv\u001b[39m=\u001b[39mtheta[:, \u001b[39m10\u001b[39m],\n\u001b[0;32m    791\u001b[0m         st\u001b[39m=\u001b[39mtheta[:, \u001b[39m11\u001b[39m],\n\u001b[0;32m    792\u001b[0m         s\u001b[39m=\u001b[39ms\u001b[39m*\u001b[39m\u001b[39m0.1\u001b[39m,\n\u001b[0;32m    793\u001b[0m         boundary_fun\u001b[39m=\u001b[39mbf\u001b[39m.\u001b[39mconstant,\n\u001b[0;32m    794\u001b[0m         drift_fun\u001b[39m=\u001b[39mdf\u001b[39m.\u001b[39mDSTP_drift,\n\u001b[0;32m    795\u001b[0m         boundary_multiplicative\u001b[39m=\u001b[39m\u001b[39mTrue\u001b[39;00m,\n\u001b[0;32m    796\u001b[0m         boundary_params\u001b[39m=\u001b[39m{},\n\u001b[1;32m--> 797\u001b[0m         drift_params\u001b[39m=\u001b[39m{\u001b[39m\"\u001b[39m\u001b[39mvfl\u001b[39m\u001b[39m\"\u001b[39m:theta[:,\u001b[39m4\u001b[39m], \u001b[39m\"\u001b[39m\u001b[39mvss\u001b[39m\u001b[39m\"\u001b[39m:theta[:,\u001b[39m5\u001b[39m], \u001b[39m\"\u001b[39m\u001b[39mvp2\u001b[39m\u001b[39m\"\u001b[39m:theta[:,\u001b[39m6\u001b[39m], \u001b[39m\"\u001b[39m\u001b[39mass\u001b[39m\u001b[39m\"\u001b[39m:theta[:,\u001b[39m7\u001b[39m], \u001b[39m\"\u001b[39m\u001b[39mzss\u001b[39m\u001b[39m\"\u001b[39m:theta[:,\u001b[39m8\u001b[39m], \u001b[39m\"\u001b[39m\u001b[39mdelta_t\u001b[39m\u001b[39m\"\u001b[39m:[delta_t], \u001b[39m\"\u001b[39m\u001b[39mcongruency\u001b[39m\u001b[39m\"\u001b[39m: [congruency], \u001b[39m\"\u001b[39m\u001b[39msqrt_st\u001b[39m\u001b[39m\"\u001b[39m: [np\u001b[39m.\u001b[39msqrt(delta_t) \u001b[39m*\u001b[39m diff_sigma]},\n\u001b[0;32m    798\u001b[0m         delta_t\u001b[39m=\u001b[39mdelta_t,\n\u001b[0;32m    799\u001b[0m         n_samples\u001b[39m=\u001b[39mn_samples,\n\u001b[0;32m    800\u001b[0m         n_trials\u001b[39m=\u001b[39mn_trials,\n\u001b[0;32m    801\u001b[0m         max_t\u001b[39m=\u001b[39mmax_t,\n\u001b[0;32m    802\u001b[0m         random_state\u001b[39m=\u001b[39mrandom_state,\n\u001b[0;32m    803\u001b[0m     )\n\u001b[0;32m    804\u001b[0m     x_tmp[\u001b[39m\"\u001b[39m\u001b[39mmetadata\u001b[39m\u001b[39m\"\u001b[39m]\u001b[39m.\u001b[39mpop(\u001b[39m\"\u001b[39m\u001b[39mcongruency\u001b[39m\u001b[39m\"\u001b[39m, \u001b[39mNone\u001b[39;00m)\n\u001b[0;32m    805\u001b[0m     x_tmp[\u001b[39m\"\u001b[39m\u001b[39mcongruency\u001b[39m\u001b[39m\"\u001b[39m] \u001b[39m=\u001b[39m [congruency] \u001b[39m*\u001b[39m x_tmp[\u001b[39m\"\u001b[39m\u001b[39mrts\u001b[39m\u001b[39m\"\u001b[39m]\u001b[39m.\u001b[39mshape[\u001b[39m0\u001b[39m]\n",
      "\u001b[1;31mNameError\u001b[0m: name 'diff_sigma' is not defined"
     ]
    }
   ],
   "source": [
    "# the parameters sets and simulated results are consist with (White et al., 2011)\n",
    "sim_out = ssms.basic_simulators.simulator.simulator(\n",
    "    model = 'full_DSTP', \n",
    "    theta = {\n",
    "        'a': 0.2,\n",
    "        't': 0.3,\n",
    "        'ass': 0.3, \n",
    "        'vta': 0.1, \n",
    "        'vfl': 0.5, \n",
    "        'vss': 0.2, \n",
    "        'vp2': 0.5, \n",
    "        'zss': 0.5, \n",
    "        'z': 0.5,\n",
    "        'sv':0,\n",
    "        'st':0,\n",
    "        'sz':0\n",
    "    },\n",
    "    n_samples = 500,\n",
    "    diff_sigma = 0.1               # see (White et al., 2011)\n",
    "    )\n",
    "\n",
    "sim_df = pd.DataFrame({\n",
    "  \"rt\": sim_out[\"rts\"].squeeze(),\n",
    "  \"response\": sim_out[\"choices\"].squeeze(),\n",
    "  \"congruency\": sim_out[\"congruency\"]\n",
    "})\n",
    "\n",
    "# convert response code (1,-1) to (1,0)\n",
    "sim_df[\"response\"] = sim_df[\"response\"]*0.5 + 0.5\n",
    "sim_df.groupby(\"congruency\").mean()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "congruency\n",
       "-1    Axes(0.125,0.11;0.775x0.77)\n",
       " 1    Axes(0.125,0.11;0.775x0.77)\n",
       "Name: rt, dtype: object"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sim_df.groupby(\"congruency\").rt.plot.density(alpha=0.5, legend=True)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "pymc5_3.11",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.5"
  },
  "orig_nbformat": 4
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
